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通过优化的高通量Caco-2试验征服超越五规则空间以缩小吸收预测差距。

Conquering the beyond Rule of Five Space with an Optimized High-Throughput Caco-2 Assay to Close Gaps in Absorption Prediction.

作者信息

Muschong Patricia, Awwad Khader, Price Edward, Mezler Mario, Weinheimer Manuel

机构信息

Quantitative, Translational and ADME Sciences, AbbVie Deutschland GmbH & Co. KG, Knollstrasse, 67061 Ludwigshafen, Germany.

Research and Development, AbbVie Inc., 1 North Waukegan Road, North Chicago, IL 60064, USA.

出版信息

Pharmaceutics. 2024 Jun 22;16(7):846. doi: 10.3390/pharmaceutics16070846.

DOI:10.3390/pharmaceutics16070846
PMID:39065543
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11280027/
Abstract

Current drug development tends towards complex chemical molecules, referred to as "beyond rule of five" (bRo5) compounds, which often exhibit challenging physicochemical properties. Measuring Caco-2 permeability of those compounds is difficult due to technical limitations, including poor recovery and detection sensitivity. We implemented a novel assay, with optimized incubation and analytics, to measure permeability close to equilibrium. In this setup an appropriate characterization of permeability for bRo5 compounds is achievable. This equilibrated Caco-2 assay was verified with respect to data validity, compound recovery, and in vitro to in vivo correlation for human absorption. Compared to a standard assay, it demonstrated comparable performance in predicting the human fraction absorbed (f) for reference compounds. The equilibrated assay also successfully characterized the permeability of more than 90% of the compounds analyzed, the majority of which were bRo5 (68%). These compounds could not be measured using the standard assay. Permeability and efflux ratio (ER) were highly predictive for in vivo absorption for a large set of internal bRo5 compounds. Reference cut-offs enabled the correct classification of high, moderate, and low absorption. This optimized equilibrated Caco-2 assay closes the gap for a high-throughput cellular permeability method in the bRo5 chemical space.

摘要

当前的药物研发倾向于复杂的化学分子,即所谓的“超越五规则”(bRo5)化合物,这些化合物往往具有具有挑战性的物理化学性质。由于技术限制,包括回收率低和检测灵敏度差,测量这些化合物的Caco-2通透性很困难。我们实施了一种新颖的测定方法,通过优化孵育和分析,来测量接近平衡状态的通透性。在这种设置下,可以实现对bRo5化合物通透性的适当表征。这种平衡的Caco-2测定方法在数据有效性、化合物回收率以及人体吸收的体外与体内相关性方面得到了验证。与标准测定方法相比,它在预测参考化合物的人体吸收分数(f)方面表现出相当的性能。平衡测定法还成功地表征了超过90%分析化合物的通透性,其中大多数是bRo5化合物(68%)。这些化合物无法使用标准测定方法进行测量。对于大量内部bRo5化合物,通透性和外排率(ER)对体内吸收具有高度预测性。参考临界值能够对高、中、低吸收进行正确分类。这种优化的平衡Caco-2测定方法填补了bRo5化学空间中高通量细胞通透性方法的空白。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/10e47a914860/pharmaceutics-16-00846-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/6aa8c4d22746/pharmaceutics-16-00846-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/aaf41c0a199b/pharmaceutics-16-00846-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/f30106ee7e21/pharmaceutics-16-00846-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/a29cb80ae718/pharmaceutics-16-00846-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/8ebe3dca9d30/pharmaceutics-16-00846-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/fc701443d142/pharmaceutics-16-00846-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/d83296c349ee/pharmaceutics-16-00846-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/755f94fafd70/pharmaceutics-16-00846-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/10e47a914860/pharmaceutics-16-00846-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/6aa8c4d22746/pharmaceutics-16-00846-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/aaf41c0a199b/pharmaceutics-16-00846-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/f30106ee7e21/pharmaceutics-16-00846-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/a29cb80ae718/pharmaceutics-16-00846-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/8ebe3dca9d30/pharmaceutics-16-00846-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/fc701443d142/pharmaceutics-16-00846-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/d83296c349ee/pharmaceutics-16-00846-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/755f94fafd70/pharmaceutics-16-00846-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa8e/11280027/10e47a914860/pharmaceutics-16-00846-g009.jpg

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2
Chamelogk: A Chromatographic Chameleonicity Quantifier to Design Orally Bioavailable Beyond-Rule-of-5 Drugs.变色龙指数:用于设计口服生物利用度超越 5 规则药物的色谱变色龙定量指标
J Med Chem. 2023 Aug 10;66(15):10681-10693. doi: 10.1021/acs.jmedchem.3c00823. Epub 2023 Jul 25.
3
Plasma protein-mediated uptake and contradictions to the free drug hypothesis: a critical review.
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Drug Metab Rev. 2023 Aug;55(3):205-238. doi: 10.1080/03602532.2023.2195133. Epub 2023 Apr 12.
4
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5
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6
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7
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